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Part 1: Document Description
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Citation |
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Title: |
Global Maps of Potential Natural Vegetation at 1 km resolution |
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Identification Number: |
doi:10.7910/DVN/QQHCIK |
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Distributor: |
Harvard Dataverse |
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Date of Distribution: |
2018-03-27 |
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Version: |
4 |
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Bibliographic Citation: |
Hengl, Tomislav, 2018, "Global Maps of Potential Natural Vegetation at 1 km resolution", https://doi.org/10.7910/DVN/QQHCIK, Harvard Dataverse, V4 |
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Citation |
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Title: |
Global Maps of Potential Natural Vegetation at 1 km resolution |
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Identification Number: |
doi:10.7910/DVN/QQHCIK |
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Authoring Entity: |
Hengl, Tomislav (Envirometrix Ltd) |
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Software used in Production: |
R |
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Distributor: |
Harvard Dataverse |
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Access Authority: |
Hengl, Tomislav |
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Depositor: |
Hengl, Tomislav |
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Date of Deposit: |
2018-03-27 |
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Series Name: |
PNV1km |
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Holdings Information: |
https://doi.org/10.7910/DVN/QQHCIK |
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Study Scope |
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Keywords: |
Computer and Information Science, Earth and Environmental Sciences, random forest, biomes, forest species, photosynthesis |
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Abstract: |
Potential Natural Vegetation (PNV) is the vegetation cover in equilibrium with climate, that would exist at a given location non-impacted by human activities. PNV is useful for raising public awareness about land degradation and for estimating land potential. Here you can download results of predictions of (1) global distribution of biomes based on the BIOME 6000 data set (8057 modern pollen-based site reconstructions), (2) distribution of forest tree species in Europe based on detailed occurrence records (1,546,435 ground observations), and (3) global monthly Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) values (30,301 randomly-sampled points). To report an issue or artifact in maps, please use https://github.com/envirometrix/PNVmaps/issues |
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Kind of Data: |
GeoTIFFs spatial data |
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Notes: |
To view data please use: https://www.arcgis.com/apps/MapJournal/index.html?appid=1856322400844a7cab348bccfa4bee76 |
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Methodology and Processing |
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Sources Statement |
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Data Sources: |
- an expanded version of the BIOME 6000 DB data set representing site-based reconstructions from surface pollen samples of major vegetation types or biomes (http://dx.doi.org/10.17864/1947.99), - EU Forest (Mauri et al., 2017) and GBIF (Global Biodiversity Information Facilities) occurrence records of occurrences for the 76 main forest tree taxa in Europe (http://dx.doi.org/10.15468/dl.fhucwx), - Long-term Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) monthly images derived using a time-series of Copernicus Global Land products (https://land.copernicus.eu), |
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Data Access |
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Special Permissions: |
All maps are available for download under the Open Database License (ODbl) v1.0 (https://opendatacommons.org/licenses/odbl/) |
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Disclaimer: |
This is the v0.1 of the Global Potential Natural Vegetation maps at 1 km. This data is preliminary and errors and artifacts are still possible. Training data sets BIOME 6000 and EU Forest are constantly being updated and could still contain erroneously geolocated points. Predictions of FAPAR are based on randomly simulated points and not on ground observations of FAPAR and classification of sites. Predictions of EU forest tree species are presented for experimental purposes only. |
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Notes: |
This dataset is made available under a Creative Commons CC0 license with the following additional/modified terms and conditions: |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Title: |
Hengl T, Walsh MG, Sanderman J, Wheeler I, Harrison SP, Prentice IC. (2018) Global mapping of potential natural vegetation: an assessment of Machine Learning algorithms for estimating land potential. PeerJ Preprints 6:e26811v1 |
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Identification Number: |
10.7287/peerj.preprints.26811v1 |
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Bibliographic Citation: |
Hengl T, Walsh MG, Sanderman J, Wheeler I, Harrison SP, Prentice IC. (2018) Global mapping of potential natural vegetation: an assessment of Machine Learning algorithms for estimating land potential. PeerJ Preprints 6:e26811v1 |
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Label: |
pnv_biome.type_biome00k.cold.deciduous.forest_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.cold.evergreen.needleleaf.forest_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.cool.evergreen.needleleaf.forest_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.cool.mixed.forest_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.cool.temperate.rainforest_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_biome.type_biome00k.desert_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.erect.dwarf.shrub.tundra_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.graminoid.and.forb.tundra_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.low.and.high.shrub.tundra_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.prostrate.dwarf.shrub.tundra_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.steppe_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.temperate.deciduous.broadleaf.forest_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.temperate.evergreen.needleleaf.open.woodland_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.temperate.sclerophyll.woodland.and.shrubland_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.tropical.deciduous.broadleaf.forest.and.woodland_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.tropical.evergreen.broadleaf.forest_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.tropical.savanna_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.tropical.semi.evergreen.broadleaf.forest_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.warm.temperate.evergreen.and.mixed.forest_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k.xerophytic.woods.scrub_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k_c.qml |
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Notes: |
text/x-qml |
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Label: |
pnv_biome.type_biome00k_cf_1km_s0..0cm_2000..2017_v0.1.tif |
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Text: |
https://www.arcgis.com/apps/StorytellingSwipe/index.html?appid=802c81ac375d43cfaba5ede18d7cfb5e |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k_c_1km_s0..0cm_2000..2017_v0.1.jpg |
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Notes: |
image/jpeg |
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Label: |
pnv_biome.type_biome00k_c_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_biome.type_biome00k_c_1km_s0..0cm_2000..2017_v0.1.tif.csv |
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Notes: |
text/csv |
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Label: |
pnv_biome.type_biome00k_sse_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.annualdiff_d_1km_s0..0cm_2014..2017_v0.1.tif |
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Text: |
https://www.arcgis.com/apps/MapJournal/index.html?appid=1856322400844a7cab348bccfa4bee76 |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.annual_d_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.annual_sd_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.apr_d_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.apr_sd.u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.apr_sd_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.apr_u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.aug_d_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.aug_sd.u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.aug_sd_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.aug_u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.dec_d_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.dec_sd.u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.dec_sd_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.dec_u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.feb_d_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.feb_sd.u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.feb_sd_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.feb_u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.jan_d_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.jan_sd.u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.jan_sd_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.jan_u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.jul_d_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.jul_sd.u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.jul_sd_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.jul_u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_fapar_proba.v.jun_d_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.jun_sd.u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.jun_sd_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.jun_u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.mar_d_1km_s0..0cm_2014..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_fapar_proba.v.mar_sd.u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_fapar_proba.v.mar_sd_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.mar_u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.may_d_1km_s0..0cm_2014..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_fapar_proba.v.may_sd.u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_fapar_proba.v.may_sd_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.may_u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.nov_d_1km_s0..0cm_2014..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_fapar_proba.v.nov_sd.u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_fapar_proba.v.nov_sd_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.nov_u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.oct_d_1km_s0..0cm_2014..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_fapar_proba.v.oct_sd.u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_fapar_proba.v.oct_sd_1km_s0..0cm_2014..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_fapar_proba.v.oct_u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_fapar_proba.v.sep_d_1km_s0..0cm_2014..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_fapar_proba.v.sep_sd.u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_fapar_proba.v.sep_sd_1km_s0..0cm_2014..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_fapar_proba.v.sep_u.975_1km_s0..0cm_2014..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.abies.alba_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.abies.spp._p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.acer.campestre_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.acer.platanoides_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.acer.pseudoplatanus_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.aesculus.hippocastanum_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.ailanthus.altissima_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.alnus.cordata_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.alnus.glutinosa_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.alnus.incana_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.alnus.viridis_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.betula.spp._p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.carpinus.betulus_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.carpinus.orientalis_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.castanea.sativa_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.celtis.australis_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.cornus.mas_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.cornus.sanguinea_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.corylus.avellana_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.cupressus.sempervirens_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.euonymus.europaeus_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.fagus.sylvatica_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.frangula.alnus_p_1km_s0..0cm_2000..2017_v0.1.tif |
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image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.fraxinus.angustifolia_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.fraxinus.excelsior_p_1km_s0..0cm_2000..2017_v0.1.tif |
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Notes: |
image/tiff |
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Label: |
pnv_forest.tree.sp_eu.forest00k.fraxinus.ornus_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.juniperus.thurifera_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.picea.sitchensis_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.pinus.halepensis.and.pinus.brutia_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.prunus.cerasifera_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.prunus.mahaleb_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.prunus.padus_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.quercus.cerris_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.quercus.frainetto_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.quercus.ilex_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.quercus.palustris_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.quercus.suber_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.robinia.pseudoacacia_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.sambucus.nigra_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.sorbus.domestica_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.sorbus.torminalis_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.tamarix.spp._p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.taxus.baccata_p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.tilia.spp._p_1km_s0..0cm_2000..2017_v0.1.tif |
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pnv_forest.tree.sp_eu.forest00k.ulmus.spp._p_1km_s0..0cm_2000..2017_v0.1.tif |
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